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seniorpulse

Access AI-synthesized Medicare guidance, care facility evaluation, medication safety checks, benefits discovery, and caregiver support for seniors worldwide.

Instructions

SeniorPulse: Global elder care intelligence API. AI-synthesized Medicare guidance, care facility evaluation, medication safety, benefits discovery, and caregiver support for seniors and their families worldwide. U

Coverage: Global

Endpoints: • medicare ($0.10): Medicare plan guidance • facility ($0.10): Care facility evaluation guide • meds ($0.10): Medication safety check for elderly patients (polypharmacy) • benefits ($0.10): Benefits eligibility assessment (US) • caregiver ($0.10): Family caregiver resource guide • grief ($0.10): Post-loss estate and grief guide • legal ($0.10): Elder law document guide (POA, advance directive, guardianship) • memory ($0.10): Cognitive decline staging and dementia care trajectory • nh-compare ($0.10): Nursing home quality comparison (CMS Care Compare data) • property-tax ($0.10): Senior property tax relief programs by state • rx-assist ($0.10): Prescription assistance programs (Extra Help, state programs, pharma PAPs) • snap-utility ($0.10): Senior SNAP food assistance and LIHEAP utility assistance • veterans ($0.10): VA Aid & Attendance and senior veteran benefits

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionYesWhich endpoint to call. Options: medicare | facility | meds | benefits | caregiver | grief | legal | memory | nh-compare | property-tax | rx-assist | snap-utility | veterans
langNoResponse language (e.g. 'es', 'zh', 'ko', 'vi', 'tl') — Claude responds natively in any language
zipNoZIP code for plan availability context (US)
situationNoEnrollment scenario — e.g. 'turning 65', 'comparing plans', 'losing employer coverage at 67', 'enrolling due to disability', 'reviewing Part
locationNoCity and state/country (e.g. 'Austin TX', 'London UK', 'Toronto Canada', 'Sydney Australia')
typeNoFacility type. Defaults to assisted-living.
budgetNoMonthly budget in local currency (USD for US, GBP for UK, AUD for Australia, CAD for Canada)
medicationsNoComma-separated medication list using generic names (e.g. 'metformin,lisinopril,aspirin,diphenhydramine,amlodipine')
ageNoPatient age — used to calibrate Beers Criteria thresholds (most critical for ages 65–75 vs. 85+)
stateNoUS state name or 2-letter abbreviation (e.g. 'Texas', 'TX')
incomeNoMonthly gross income in USD (Social Security, pension, wages)
assetsNoTotal countable assets in USD — excludes primary home and one vehicle
veteranNoSet true to include VA Aid & Attendance and other veteran-specific benefits in the assessment
days_sinceNoDays since the loss — calibrates guidance to immediate (0–7 days), short-term (1–4 weeks), or ongoing estate (1–12 months) phases
has_poaNoWhether an existing POA is in place — affects urgency and next steps
capacity_concernNoSet true if there are concerns about the senior's cognitive capacity to sign legal documents — triggers guardianship guidance
mmse_scoreNoMini-Mental State Examination score (0–30). 24–30 normal, 18–23 mild, 0–17 severe.
moca_scoreNoMontreal Cognitive Assessment score (0–30). Below 26 indicates possible impairment.
cdr_scoreNoClinical Dementia Rating (0, 0.5, 1, 2, 3). 0=normal, 0.5=very mild, 1=mild, 2=moderate, 3=severe.
diagnosisNoFormal diagnosis if known (e.g. 'Alzheimer's', 'vascular dementia', 'Lewy body', 'MCI', 'frontotemporal')
current_livingNoCurrent living situation (e.g. 'alone', 'with spouse', 'with adult children', 'assisted living')
facilitiesNoComma-separated facility names or addresses to compare head-to-head (e.g. 'Sunrise Senior Living Austin,Brookdale South Austin')
home_valueNoEstimated home value in USD — used to estimate annual savings
on_medicareNoWhether the senior is enrolled in Medicare Part D — affects Extra Help vs. manufacturer PAP eligibility
household_sizeNoNumber of people in the household — SNAP limits vary by household size
own_homeNoWhether the senior owns their home — affects LIHEAP eligibility and some SNAP asset tests
medical_expensesNoMonthly out-of-pocket medical expenses — seniors can deduct excess medical costs to qualify for SNAP
veteran_ageNoVeteran age
care_costNoMonthly unreimbursed care costs in USD (home health aide, assisted living, adult day care)
surviving_spouseNoSet true if the applicant is a surviving spouse of a veteran — unlocks Survivors Pension and Aid & Attendance for surviving spouses
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must compensate. It lists endpoints and parameters but does not disclose behavioral traits like read-only vs. destructive nature, rate limits, error handling, or how the AI synthesizes information. The description focuses on capabilities rather than operational behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured with a clear title, coverage, and bullet-pointed endpoints. It is front-loaded with purpose. However, it is somewhat verbose with extensive parameter listing that could be shorter, and the text appears truncated at the end ('U' and incomplete sentence).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity (30 parameters, no output schema), the description lists all endpoints and many parameter contexts, but it does not explain response format or how to choose the right endpoint for a scenario. The apparent truncation also reduces completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema covers 100% of parameters with descriptions, but the tool description adds value by providing endpoint-specific costs ($0.10 each) and contextual grouping (e.g., 'meds' for polypharmacy). This extra context aids in parameter selection beyond schema details.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'Global elder care intelligence API' with specific domains like Medicare, care facility evaluation, medication safety, etc. It distinguishes from sibling tools by focusing on elder care, while siblings cover other specialized domains.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear domain context (elder care) and lists 13 endpoints with costs, implicitly guiding when to use this tool. However, it lacks explicit when-not-to-use or alternative tool references, though siblings are clearly different domains.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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